Reverse EngiNeering of sOcial Information pRocessing

Resultado final

Publicaciones

Coupling of link- and node-ordering in the coevolving voter model

Autores: J. Toruniewska, K. Kułakowski, K. Suchecki, J. A. Hołyst
Publicado en: Physical Review E, Edición 96/4, 2017, Página(s) 042306, ISSN 2470-0045
Editor: American Physical Society
DOI: 10.1103/PhysRevE.96.042306

WordNet2Vec: Corpora agnostic word vectorization method

Autores: Roman Bartusiak, Łukasz Augustyniak, Tomasz Kajdanowicz, Przemysław Kazienko, Maciej Piasecki
Publicado en: Neurocomputing, 2017, ISSN 0925-2312
Editor: Elsevier BV
DOI: 10.1016/j.neucom.2017.01.121

On Measuring the Complexity of Networks: Kolmogorov Complexity versus Entropy

Autores: Mikołaj Morzy, Tomasz Kajdanowicz, Przemysław Kazienko
Publicado en: Complexity, Edición 2017, 2017, Página(s) 1-12, ISSN 1076-2787
Editor: John Wiley & Sons Inc.
DOI: 10.1155/2017/3250301

Do We Really Need to Catch Them All? A New User-Guided Social Media Crawling Method

Autores: Fredrik Erlandsson, Piotr Bródka, Martin Boldt, Henric Johnson
Publicado en: Entropy, Edición 19/12, 2017, Página(s) 686, ISSN 1099-4300
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e19120686

Tricriticality in the q -neighbor Ising model on a partially duplex clique

Autores: Anna Chmiel, Julian Sienkiewicz, Katarzyna Sznajd-Weron
Publicado en: Physical Review E, Edición 96/6, 2017, Página(s) 062137, ISSN 2470-0045
Editor: Physical Review E
DOI: 10.1103/PhysRevE.96.062137

Fast and accurate detection of spread source in large complex networks

Autores: Robert Paluch, Xiaoyan Lu, Krzysztof Suchecki, Bolesław K. Szymański, Janusz A. Hołyst
Publicado en: Scientific Reports, Edición 8/1, 2018, Página(s) 2508, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-018-20546-3

A multilayer network dataset of interaction and influence spreading in a virtual world

Autores: Jarosław Jankowski, Radosław Michalski, Piotr Bródka
Publicado en: Scientific Data, Edición 4, 2017, Página(s) 170144, ISSN 2052-4463
Editor: Springer
DOI: 10.1038/sdata.2017.144

Quantifying layer similarity in multiplex networks: a systematic study

Autores: Piotr Bródka, Anna Chmiel, Matteo Magnani, Giancarlo Ragozini
Publicado en: Royal Society Open Science, Edición 5/8, 2018, Página(s) 171747, ISSN 2054-5703
Editor: The Royal Society
DOI: 10.1098/rsos.171747

Categorical and Geographical Separation in Science

Autores: Julian Sienkiewicz, Krzysztof Soja, Janusz A. Hołyst, Peter M. A. Sloot
Publicado en: Scientific Reports, Edición 8/1, 2018, Página(s) 8253, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-018-26511-4

Hierarchical partitions of social networks between rivaling leaders

Autores: Małgorzata J. Krawczyk, Krzysztof Kułakowski, Janusz A. Hołyst
Publicado en: PLOS ONE, Edición 13/3, 2018, Página(s) e0193715, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0193715

Diffusion on hierarchical systems of weakly-coupled networks

Autores: Grzegorz Siudem, Janusz A. Hołyst
Publicado en: Physica A: Statistical Mechanics and its Applications, Edición 513, 2019, Página(s) 675-686, ISSN 0378-4371
Editor: Elsevier BV
DOI: 10.1016/j.physa.2018.08.078

Probing Limits of Information Spread with Sequential Seeding

Autores: Jarosław Jankowski, Boleslaw K. Szymanski, Przemysław Kazienko, Radosław Michalski, Piotr Bródka
Publicado en: Scientific Reports, Edición 8/1, 2018, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-018-32081-2

Entropy Measures of Human Communication Dynamics

Autores: Marcin Kulisiewicz, Przemysław Kazienko, Boleslaw K. Szymanski, Radosław Michalski
Publicado en: Scientific Reports, Edición 8/1, 2018, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-018-32571-3

Multiple propagation paths enhance locating the source of diffusion in complex networks

Autores: Ł.G. Gajewski, K. Suchecki, J.A. Hołyst
Publicado en: Physica A: Statistical Mechanics and its Applications, Edición 519, 2019, Página(s) 34-41, ISSN 0378-4371
Editor: Elsevier BV
DOI: 10.1016/j.physa.2018.12.012

Finding influentials in social networks using evolutionary algorithm

Autores: Michał Weskida, Radosław Michalski
Publicado en: Journal of Computational Science, Edición 31, 2019, Página(s) 77-85, ISSN 1877-7503
Editor: Elsevier BV
DOI: 10.1016/j.jocs.2018.12.010

Graph Energies of Egocentric Networks and Their Correlation with Vertex Centrality Measures

Autores: Mikołaj Morzy, Tomasz Kajdanowicz
Publicado en: Entropy, Edición 20/12, 2018, Página(s) 916, ISSN 1099-4300
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e20120916

scikit-multilearn: A scikit-based Python environment for performing multi-label classification

Autores: Szymanski, P., & Kajdanowicz, T.
Publicado en: Journal of Machine Learning Research, Edición 1-22, 2019, ISSN 1532-4435
Editor: MIT Press
DOI: 10.5555/3322706.3322712

Modeling of temporal fluctuation scaling in online news network with independent cascade model

Autores: Jan Chołoniewski, Julian Sienkiewicz, Gregor Leban, Janusz A. Hołyst
Publicado en: Physica A: Statistical Mechanics and its Applications, Edición 523, 2019, Página(s) 129-144, ISSN 0378-4371
Editor: Elsevier BV
DOI: 10.1016/j.physa.2019.02.035

FunPred 3.0: improved protein function prediction using protein interaction network

Autores: Sovan Saha, Piyali Chatterjee, Subhadip Basu, Mita Nasipuri, Dariusz Plewczynski
Publicado en: PeerJ, Edición 7, 2019, Página(s) e6830, ISSN 2167-8359
Editor: PeerJ
DOI: 10.7717/peerj.6830

DALEX: explainers for complex predictive models

Autores: Biecek, Przemyslaw
Publicado en: The Journal of Machine Learning Research, Edición 19,1, 2018, Página(s) 3245-3249, ISSN 1532-4435
Editor: MIT Press
DOI: 10.5281/zenodo.3670940

Analysis of group evolution prediction in complex networks

Autores: Stanisław Saganowski, Piotr Bródka, Michał Koziarski, Przemysław Kazienko
Publicado en: PLOS ONE, Edición 14/10, 2019, Página(s) e0224194, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0224194

Interacting Spreading Processes in Multilayer Networks: A Systematic Review

Autores: Piotr Brodka, Katarzyna Musial, Jaroslaw Jankowski
Publicado en: IEEE Access, Edición 8, 2020, Página(s) 10316-10341, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2020.2965547

Priority Attachment: a Comprehensive Mechanism for Generating Networks

Autores: Mikołaj Morzy, Tomasz Kajdanowicz, Przemysław Kazienko, Grzegorz Miebs, Arkadiusz Rusin
Publicado en: Scientific Reports, Edición 9/1, 2019, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-019-40015-9

Predicting the Evolution of Physics Research from a Complex Network Perspective

Autores: Wenyuan Liu, Stanisław Saganowski, Przemysław Kazienko, Siew Ann Cheong
Publicado en: Entropy, Edición 21/12, 2019, Página(s) 1152, ISSN 1099-4300
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e21121152

Benford’s Distribution in Complex Networks

Autores: Mikołaj Morzy, Tomasz Kajdanowicz, Bolesław K. Szymański
Publicado en: Scientific Reports, Edición 6/1, 2016, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/srep34917

Balancing Speed and Coverage by Sequential Seeding in Complex Networks

Autores: Jarosław Jankowski, Piotr Bródka, Przemysław Kazienko, Boleslaw K. Szymanski, Radosław Michalski, Tomasz Kajdanowicz
Publicado en: Scientific Reports, Edición 7/1, 2017, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-017-00937-8

How Is a Data-Driven Approach Better than Random Choice in Label Space Division for Multi-Label Classification?

Autores: Piotr Szymański, Tomasz Kajdanowicz, Kristian Kersting
Publicado en: Entropy, Edición 18/8, 2016, Página(s) 282, ISSN 1099-4300
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e18080282

Key Courses of Academic Curriculum Uncovered by Data Mining of Students' Grades

Autores: Ł.G. Gajewski, J. Chołoniewski, J.A. Hołyst
Publicado en: Acta Physica Polonica A, Edición 129/5, 2016, Página(s) 1071-1076, ISSN 0587-4246
Editor: Polska Akademia Nauk
DOI: 10.12693/APhysPolA.129.1071

SocialML: machine learning for social media video creators

Autores: Tomasz Trzcinski, Adam Bielski, Pawel Cyrta, Matthew Zak
Publicado en: Neural Information Processing Systems Conference (NIPS) 2017 - Workshop on Machine Learning for Creativity and Design, 2017
Editor: none

Seed Selection for Information Cascade in Multilayer Networks

Autores: Fredrik Erlandsson, Piotr Brdóka, Anton Borg
Publicado en: Complex Networks & Their Applications VI. COMPLEX NETWORKS 2016 2017. Studies in Computational Intelligence, 2017, Página(s) 426-436, ISBN 978-3-319-72149-1
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-72150-7_35

A Network Perspective on Stratification of Multi-Label Data

Autores: Piotr Szymanski, Tomasz Kajdanowicz
Publicado en: Proceedings of Machine Learning Research, Edición 2017, 2017, ISSN 1938-7228
Editor: Proceedings of Machine Learning Research

Identifying Promising Research Topics in Computer Science

Autores: Rajmund Klemiński, Przemyslaw Kazienko
Publicado en: Network Intelligence Meets User Centered Social Media Networks, 2018, Página(s) 231-241, ISBN 978-3-319-90311-8
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-90312-5_16

Extracting Aspects Hierarchies using Rhetorical Structure Theory

Autores: Łukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko
Publicado en: Proceedings of the 2018 International Conference on Algorithms, Computing and Artificial Intelligence - ACAI 2018, 2018, Página(s) 1-5, ISBN 9781-450366250
Editor: ACM Press
DOI: 10.1145/3302425.3302479

Building Client’s Risk Profile Based on Call Detail Records

Autores: Z. Herga, C. Doyle, S. Dipple, C. Nasman, G. Korniss, B.K. Szymanski, J. Brank, J. Rupnik, and D. Mladenic
Publicado en: Proc SiKDD, Edición 2017, 2017
Editor: 2017

Aspect Detection using Word and Char Embeddings with (Bi) LSTM and CRF

Autores: Lukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko
Publicado en: 2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 2019, Página(s) 43-50, ISBN 978-1-7281-1488-0
Editor: IEEE
DOI: 10.1109/aike.2019.00016

Information flow between news articles: Slovene media case study

Autores: Jan Choloniewski, Gregor Leban, Sebastijan Macek, Aljosa Rehar
Publicado en: Informatica. An International Journal of Computing and Informatics, Edición Proceedings of the 19th International Multiconference INFORMATION SOCIETY – IS 2016, Volume D, 2016, Página(s) 13-16, ISBN 978-961-264-100-9
Editor: "Laboratorij za umetno inteligenco, Institut ""Jožef Stefan"""

metMethod for Aspect-Based Sentiment Annotation Using Rhetorical Analysis

Autores: Łukasz Augustyniak, Krzysztof Rajda, Tomasz Kajdanowicz
Publicado en: Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Kanazawa, Japan, April 3-5, 2017, Edición Proceedings, Part I, 2017, Página(s) 772-781, ISBN 978-3-319-54472-4
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-54472-4_72

Seeds Buffering for Information Spreading Processes

Autores: Jarosław Jankowski, Piotr Bródka, Radosław Michalski, Przemysław Kazienko
Publicado en: Lecture Notes on Computer Science LNCS, Edición Springer, 2017., 2017, Página(s) 628-641, ISBN 978-3-319-67216-8
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-67217-5_37

Incremental Learning in Dynamic Networks for Node Classification

Autores: Tomasz Kajdanowicz, Kamil Tagowski, Maciej Falkiewicz, Przemyslaw Kazienko
Publicado en: Network Intelligence Meets User Centered Social Media Networks, 2018, Página(s) 133-142, ISBN 978-3-319-90311-8
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-90312-5_9

Siamese Generative Adversarial Privatizer for Biometric Data

Autores: Witold Oleszkiewicz, Peter Kairouz, Karol Piczak, Ram Rajagopal, Tomasz Trzciński
Publicado en: Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers, Part V, Edición 11365, 2019, Página(s) 482-497, ISBN 978-3-030-20872-1
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-20873-8_31

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